conftrace_

multi-hop reasoning

423 papers

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Also known as

MHR

Co-occurring keywords

question answering (2963) knowledge graph (1837) large language model (13587) retrieval-augmented generation (1592) graph neural network (3962) information retrieval (1514) knowledge base (804) multi-hop question answering (118) language model (4599) reinforcement learning (4352)

Papers

Iterative Multi-Granular RAG with Contextual Hierarchical Graph AAAI 2026

Knowledge Graph for Efficient Multi-hop Question Generation (Student Abstract) AAAI 2026

Knowing What’s Missing: Assessing Information Sufficiency in Question Answering EACL 2026

SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026

CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs AAAI 2026

Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026

Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026

Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts EACL 2026

ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026

Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026

CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026

OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026

Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering AAAI 2026

REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026

RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026

RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026

COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts EACL 2026

From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026

Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark EACL 2026

Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026

EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing AAAI 2026

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026

ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs AAAI 2026

Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026

MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026